Zhengzhong Liang

Explainable Multi-hop Verbal Reasoning Through Internal Monologue

Many state-of-the-art (SOTA) language models have achieved high accuracy on several multi-hop reasoning problems. However, these approaches tend to not be interpretable because they do not make the intermediate reasoning steps explicit. Moreover, models trained on simpler tasks tend to fail when dir…